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USDA Long Term Agricultural Projection

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**Overview** This data package shows the long-run projections for the US agricultural sector to 2025 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value by the United States Department of Agriculture (USDA). **Description** This data package shows the information by United States Department of Agriculture (USDA) long-term agricultural projections presented in this dataset are a departmental consensus on a long-run scenario for the agricultural sector. The projections analysis was conducted by interagency committees in USDA and reflect a composite of model results and judgment-based analyses. **Benefits** - Useful for analysis on usda agricultural projections and prices **License Information** The use of John Snow Labs datasets is free for personal and research purposes. For commercial use please subscribe to the [Data Library](https://www.johnsnowlabs.com/marketplace/) on John Snow Labs website. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes. **Included Datasets** - [Acreage for Major Field Crops and CRP Assumptions](https://www.johnsnowlabs.com/marketplace/acreage-for-major-field-crops-and-crp-assumptions) - Long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [All Cotton Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/all-cotton-trade-long-term-projections-2020-to-2032) - Long-run projections for the US agricultural sector to 2032 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. - [Barley Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/barley-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Barley Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Beef Long Term Projections 2021 to 2032](https://www.johnsnowlabs.com/marketplace/beef-long-term-projections-2021-to-2032) - This dataset shows the long-run projections (Beef) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [Beef Trade Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/beef-trade-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (Beef Trade) for the US agricultural sector to 2030 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, October 2021. - [Coarse Grains Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/coarse-grains-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Coarse Grains Trade) for the US agricultural sector to 2030 includes assumptions for US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Corn Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/corn-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Corn Trade) for the US agricultural sector to 2030 includes assumptions for U.S. and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Dairy Long Term Projections](https://www.johnsnowlabs.com/marketplace/dairy-long-term-projections) - This dataset shows the Long-run projections (Dairy) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [Egg Long Term Projections 2021 to 2032](https://www.johnsnowlabs.com/marketplace/egg-long-term-projections-2021-to-2032) - This dataset shows the long-run projections (Egg) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [Farm Receipts Expenses And Income Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/farm-receipts-expenses-and-income-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (Farm Receipts Expenses And Income) for the US agricultural sector to 2030 includes xassumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, December 2021. - [Fruit Nuts And Vegetables Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/fruit-nuts-and-vegetables-long-term-projections-2020-to-2031) - This dataset shows the Long-run projections for the US agricultural sector to 2030. Includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, December 2021. - [Global Real GDP Growth Assumptions](https://www.johnsnowlabs.com/marketplace/global-real-gdp-growth-assumptions) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032. - [Population Growth Assumptions](https://www.johnsnowlabs.com/marketplace/population-growth-assumptions) - This dataset shows the long-run projections for the US agricultural sector to 2030 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication USDA Agricultural Projections to 2031, August 2022. - [Pork Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/pork-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (Pork) for the US agricultural sector to 2025 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, February 2022. - [Pork Trade Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/pork-trade-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (Pork Trade) for the US agricultural sector to 2030 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, October 2021. - [Poultry Trade Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/poultry-trade-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (Poultry Trade) for the US agricultural sector to 2030 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, October 2021. - [Retail Weight of Per Capita Meat Consumption Projections 2021 to 2032](https://www.johnsnowlabs.com/marketplace/retail-weight-of-per-capita-meat-consumption-projections-2021-to-2032) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [Rice Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/rice-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Rice Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Sorghum Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/sorghum-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Sorghum Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Soybean Meal Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/soybean-meal-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Soybean Meal Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Soybean Oil Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/soybean-oil-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Soybean Oil Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Soybean Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/soybean-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Soybean Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Turkey Long Term Projections 2021 to 2032](https://www.johnsnowlabs.com/marketplace/turkey-long-term-projections-2021-to-2032) - This dataset shows the long-run projections (Turkey) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [US Agricultural Trade Long Term Projections 2020 to 2031](https://www.johnsnowlabs.com/marketplace/us-agricultural-trade-long-term-projections-2020-to-2031) - This dataset shows the long-run projections (US Agricultural Trade) for the US agricultural sector to 2030 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, October 2021. - [US Barley Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-barley-long-term-projections-2021-to-2033) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [US Corn Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-corn-long-term-projections-2021-to-2033) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [US Long Grain Rice Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-long-grain-rice-long-term-projections-2021-to-2033) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [US Macroeconomic Assumptions](https://www.johnsnowlabs.com/marketplace/us-macroeconomic-assumptions) - This dataset shows the long-run projections for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032. - [US Medium and Short Grain Rice Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-medium-and-short-grain-rice-long-term-projections-2021-to-2033) - This dataset shows the long-run projections for the US agricultural sector to 2032 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [US Medium and Short Grain Rice Long Term Projections 2022](https://www.johnsnowlabs.com/marketplace/us-medium-and-short-grain-rice-long-term-projections-2022) - This dataset shows the long-run projections for the US agricultural sector to 2025 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and U.S. agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2031, February 2022. - [US Oats Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-oats-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Oats) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [US Sorghum Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-sorghum-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Sorghum) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. - [US Soybean and Products Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/us-soybean-and-products-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (US Soybean and Products) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Tables are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, February 2022. - [US Sugar Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-sugar-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Sugar) for the US agricultural sector to 2033 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [US Total Rice Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-total-rice-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Total Rice) for the U.S. agricultural sector to 2032 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [US Upland Cotton Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-upland-cotton-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Upland Cotton) for the US agricultural sector to 2033 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [US Wheat Long Term Projections 2021 to 2033](https://www.johnsnowlabs.com/marketplace/us-wheat-long-term-projections-2021-to-2033) - This dataset shows the long-run projections (US Wheat) for the US agricultural sector to 2032 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2033, October 2022. - [Wheat Trade Long Term Projections 2020 to 2032](https://www.johnsnowlabs.com/marketplace/wheat-trade-long-term-projections-2020-to-2032) - This dataset shows the long-run projections (Wheat Trade) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2021. - [Young Chicken Long Term Projections 2021 to 2032](https://www.johnsnowlabs.com/marketplace/young-chicken-long-term-projections-2021-to-2032) - This dataset shows the long-run projections (Young Chicken) for the US agricultural sector to 2031 includes assumptions for the US and international macroeconomic conditions and projections for major commodities, farm income, and the US agricultural trade value. Values are from the publication United States Department of Agriculture (USDA) Agricultural Projections to 2032, October 2022. **Data Engineering Overview** **We deliver high-quality data** - Each dataset goes through 3 levels of quality review - 2 Manual reviews are done by domain experts - Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints - Data is normalized into one unified type system - All dates, unites, codes, currencies look the same - All null values are normalized to the same value - All dataset and field names are SQL and Hive compliant - Data and Metadata - Data is available in both CSV and Apache Parquet format, optimized for high read performance on distributed Hadoop, Spark & MPP clusters - Metadata is provided in the open Frictionless Data standard, and its every field is normalized & validated - Data Updates - Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted **Our data is curated and enriched by domain experts** Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts: - Field names, descriptions, and normalized values are chosen by people who actually understand their meaning - Healthcare & life science experts add categories, search keywords, descriptions and more to each dataset - Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations - The data is always kept up to date – even when the source requires manual effort to get updates - Support for data subscribers is provided directly by the domain experts who curated the data sets - Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution. **Need Help?** If you have questions about our products, contact us at [info@johnsnowlabs.com](mailto:info@johnsnowlabs.com).
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该数据集由美国农业部(USDA)发布,提供美国农业领域的长期预测数据,包括宏观经济假设、主要商品产量、农场收入及农业贸易价值等核心指标,数据经过严格的质量审查和标准化处理。
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